{"id":"W2992787849","doi":"","title":"Digital performance learning: Utilizing a course weblog for mediating communication","year":2013,"lang":"en","type":"article","venue":"Educational Technology & Society","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Task (project management); Computer science; Social media; Peer feedback; Collaborative writing; Computer-mediated communication; Multimedia; Learning Management; The Internet; Psychology; World Wide Web; Mathematics education; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026541,0.0001585414,0.0001733455,0.00008226623,0.0007092531,0.00004604333,0.0003878588,0.0003080479,0.0006496002],"category_scores_gemma":[0.0007531343,0.0001617743,0.0001107549,0.0004543209,0.0003203028,0.0002050342,0.00007901685,0.00100714,0.0002776294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009661492,"about_ca_system_score_gemma":0.0001171401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435943,"about_ca_topic_score_gemma":3.520205e-7,"domain_scores_codex":[0.9987582,0.0001370061,0.000312292,0.0003130207,0.0001194233,0.0003600324],"domain_scores_gemma":[0.9982423,0.0007015953,0.0002781294,0.0003821997,0.0003590595,0.00003668542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001169022,0.0005408192,0.5907941,0.00004671995,0.0003074359,7.313245e-8,0.01889768,0.0000313719,0.001518584,0.08421733,0.09088356,0.2127506],"study_design_scores_gemma":[0.001482673,0.0003882685,0.7132526,0.00009400683,0.00007196211,0.00005338734,0.07573263,0.004063565,0.0003262688,0.04343845,0.1602499,0.0008462556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519358,0.0007203704,0.003927099,0.02442887,0.0006138356,0.000428819,0.000005420341,0.0004487425,0.01749108],"genre_scores_gemma":[0.9505583,0.00002033104,0.03614306,0.0002033061,0.0002255876,0.0007000692,0.0001540037,0.00003284941,0.01196249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119043,"threshold_uncertainty_score":0.7112667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342668844414824,"score_gpt":0.3778575490623454,"score_spread":0.3444308606181972,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}